An efficient approach for stacking sequence optimization of symmetrical laminated composite cylindrical shells based on a genetic algorithm

Ranfeng Wei, Guang Pan, Jun Jiang, Kechun Shen, Da Lyu

Research output: Contribution to journalArticlepeer-review

64 Scopus citations

Abstract

This paper is devoted to solving the stacking sequence optimization problem of symmetrical laminated composite cylindrical shells subjected to hydrostatic pressure. First, a conventional genetic algorithm (GA)coupled with a finite element analysis optimization method is developed to search for the best laminations with the maximum buckling pressure. These optimal laminations share similar extensional stiffness coefficient ratios A11/A22 and bending stiffness coefficient ratios D11/D22 because the two ratios of the optimal lamination fluctuate slightly around a specific value. Based on this phenomenon, a stiffness coefficient-based method (SCBM)is then proposed. The method is integrated with the GA and the stiffness coefficient calculation to identify the lamination whose stiffness coefficient ratios (A11/A22 and D11/D22)are closest to those obtained previously. The effectiveness of the SCBM is validated by comparison with the optimal results. The proposed method is then extended to more complex symmetrical laminations. Finite element analysis is also coupled with the GA as a control group. Comparisons reveal that the two methods lead to similar characteristic lamination patterns and maximum buckling pressures, which suggests that the SCBM works well for complex laminations. Moreover, the SCBM is found to be significantly more efficient because it only needs to calculate the stiffness coefficients rather than analyse the entire structure during the optimization.

Original languageEnglish
Pages (from-to)160-170
Number of pages11
JournalThin-Walled Structures
Volume142
DOIs
StatePublished - Sep 2019

Keywords

  • Buckling pressure
  • Composite cylindrical shell
  • Finite element method
  • Genetic algorithm
  • Optimization
  • Stiffness coefficient

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